Data science is hard. We make it easier.

One of the most difficult things about data is gleaning meaningful insights from it. But Adobe Experience Platform Data Science Workspace makes it easier. With Adobe Sensei machine learning and artificial intelligence, you can unleash insights from your data — and unlock incredible experiences.

Benefits

Simplify the science behind data.Shorten the time from data to insights by streamlining the entire data science workflow, from gathering data to authoring models to deploying intelligent services.

Redefine personalization with AI.Embrace AI-driven optimization in Adobe Experience Platform and take advantage of machine learning in Adobe Sensei to deliver consistent personalized experiences at scale.

Boost loyalty with valuable experiences.Build brand loyalty by delivering contextual experiences in order to have meaningful conversations with your customers.

Data Science Workspace Features

Insights are the key to personalized experiences.

Uncovering valuable insights in your data is an extensive process that can take a long time. Data Science Workspace helps you shorten that time. Take advantage of all the benefits of AI technology with sophisticated, easy-to-use tools to rapidly develop, train, and tune machine learning models. Easily create intelligent services and surface the insights and predictions in Adobe products like Adobe Target and Adobe Experience Manager, so you can automate personalized, targeted digital experiences in web, desktop, and mobile apps. Plus, accelerate and simplify the process of finding insights in omnichannel data and applying them to digital experiences back across those channels.

Explore all your organizational data stored in Adobe Experience Platform at once, along with big data and deep-learning libraries like Spark ML and TensorFlow. You can also ingest your own datasets via Experience Data Models (XDM).

Get from data to insights more quickly by accessing all your cross-channel data, cleaning it, and transforming it to create contextual features that can power AI models. Ingest new data or use existing features to help you with data preparation.

Take advantage of prebuilt machine-learning recipes for common business needs like propensity and recommendations. Or choose between building custom recipes from scratch using open-source technologies like Python, R, and more or importing your own recipes.

Experiment flexibly by using recipes to create as many instances as you need, training and scoring each one as many times as you want. As you train them, everything is tracked automatically so you don’t have to.

Create intelligent services based on recipes without IT. Publish them to Adobe I/O, our API gateway, as a private API for your team or your partners — whoever you want to make them available to.

Let’s talk about what Adobe Experience Platform can do for your business.

Let’s talk about what Adobe Experience Platform can do for your business.

Data science is hard. We make it easier.

One of the most difficult things about data is gleaning meaningful insights from it. But Adobe Experience Platform Data Science Workspace makes it easier. With Adobe Sensei machine learning and artificial intelligence, you can unleash insights from your data — and unlock incredible experiences.

Disclaimer

Disclaimer

* This graphic was published by Forrester, Inc. as part of a larger research document and should be evaluated in the context of the entire document. The Forrester document is available upon request from Adobe.

* Forrester does not endorse any vendor, product or service depicted in its research publications, and does not advise technology users to select only those vendors with the highest ratings or other designation. Forrester research publications consist of the opinions of Forrester's research organization and should not be construed as statements of fact. Forrester disclaims all warranties, expressed or implied, with respect to this research, including any warranties of merchantability or fitness for a particular purpose.